A distributed system of wearable analyzers for the diagnosis of peripheral blood flow disorders in type 2 diabetes mellitus

A distributed system of wearable analyzers for the diagnosis of peripheral blood flow disorders in type 2 diabetes mellitus

This paper discusses a method for the diagnosis of peripheral blood flow disorders in type 2 diabetes mellitus (DM) using a distributed system of wearable blood microcirculation analyzers based on laser Doppler flowmetry. This method was tested in a clinical setting. The research resulted in the dev...

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Veröffentlicht in:Biomedical engineering 2024-05, Vol.58 (1), p.1-5
Hauptverfasser: Zharkikh, E. V., Dunaev, A. V.
Format: Artikel
Sprache:eng
Schlagworte:
Analyzers
Biomaterials
Biomedical and Life Sciences
Biomedicine
Blood flow
Circulatory system
Classification
Diabetes
Diabetes mellitus
Diabetes mellitus (non-insulin dependent)
Diagnosis
Discriminant analysis
Disorders
Doppler effect
Engineering
Lasers
Pathogenesis
Peripheral blood
R&D
Radiation
Research & development
Wearable technology
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Zusammenfassung:This paper discusses a method for the diagnosis of peripheral blood flow disorders in type 2 diabetes mellitus (DM) using a distributed system of wearable blood microcirculation analyzers based on laser Doppler flowmetry. This method was tested in a clinical setting. The research resulted in the development of a classification model based on linear discriminant analysis and allowing the presence of peripheral blood flow disorders in patients with type 2 diabetes to be identified with sensitivity and specificity indicators of 0.88 and 0.90 respectively.
ISSN:0006-3398
1573-8256
DOI:10.1007/s10527-024-10354-7